Significant correlation framework for command translation

One or more non-transitory computer-readable storage media storing computer-executable instructions for causing a computing system to perform a method for generating an executable command tree, the method comprising:

• receiving a series of input commands;
• parsing the series of input commands into separate command statements;
• identifying an interpreter node applicable to the series of input commands;
• generating a command tree based on the separate command statements, wherein generating the command tree comprises:
• determining an intent for a given command statement based on the interpreter node;
• calculating a confidence score for the intent and the given command statement;
• storing the intent and the confidence score in a node of the command tree;
• responsive to the confidence score, selecting another interpreter node;
• and
• generating the command tree based on the another interpreter node.

A system for command translation, the system comprising:

• one or more memories;
• one or more processing units coupled to the one or more memories;
• and
• one or more computer-readable storage media storing instructions that, when loaded into the one or more memories, cause the one or more processing units to perform command mapping operations comprising:
• receiving a series of input commands;
• parsing the series of input commands into separate command statements;
• identifying an interpreter node applicable to the series of input commands from a plurality of interpreter nodes;
• generating a command tree comprising the separate command statements stored in respective nodes;
• performing a depth-first mapping of the command tree to intents based on the interpreter node, wherein the depth-first mapping comprises:
• determining an intent for a given command statement based on the interpreter node, for the respective nodes of the command tree;
• calculating a confidence score for the intent and the given command statement, for the respective nodes of the command tree;
• storing the intent and the confidence score in a node of the command tree having the given command statement, for the respective nodes of the command tree;
• and
• responsive to determining that the confidence score meets a threshold, providing one or more intents in the command tree.